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  • Data Mining

Data Mining Courses

Data mining courses can help you learn data preprocessing, pattern recognition, and predictive modeling techniques. You can build skills in clustering, classification, and anomaly detection, that support extracting meaningful insights from large datasets. Many courses introduce tools like Python, R, and SQL, along with software such as RapidMiner and Weka, to help you apply these skills in real-world data analysis projects.


Popular Data Mining Courses and Certifications


  • U

    University of Michigan

    Python Debugging Capstone Project: Fixing and Extending Code

    Skills you'll gain: Data Manipulation, Data Preprocessing, Data Analysis, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • M

    MathWorks

    Computer Vision for Engineering and Science

    Skills you'll gain: Computer Vision, Image Analysis, Model Evaluation, Deep Learning, Matlab, Machine Learning Methods, Convolutional Neural Networks, Data Preprocessing, Machine Learning, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Transfer Learning, Geospatial Information and Technology, Traffic Flow Optimization, Medical Imaging, Data Validation, Estimation, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    95 reviews

    Intermediate · Specialization · 1 - 3 Months

  • B

    Board Infinity

    .NET FullStack Developer

    Skills you'll gain: HTML and CSS, React.js, ASP.NET, Restful API, .NET Framework, Web Applications, Web Services, Front-End Web Development, JSON, Application Development, Model View Controller, Program Development, Javascript, Development Environment, Back-End Web Development, API Design, Web Development, Microsoft Visual Studio, Software Design Patterns, Cascading Style Sheets (CSS)

    4.2
    Rating, 4.2 out of 5 stars
    ·
    353 reviews

    Intermediate · Specialization · 1 - 3 Months

  • U

    University of Michigan

    Writing and Editing: Revising

    Skills you'll gain: Editing, Constructive Feedback, Concision, Writing, Proofreading, Critical Thinking, Detail Oriented, Collaboration, Time Management, Creativity

    4.8
    Rating, 4.8 out of 5 stars
    ·
    401 reviews

    Beginner · Course · 1 - 4 Weeks

  • D

    Dartmouth College

    Simulation for Digital Transformation

    Skills you'll gain: Simulation and Simulation Software, Digital Transformation, Systems Thinking, Complex Problem Solving, Operations Research, Predictive Analytics, Data-Driven Decision-Making, Verification And Validation, Process Optimization, Data Integration, Risk Management, Python Programming, Event-Driven Programming, Probability & Statistics, Performance Analysis

    Intermediate · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Finetuning Large Language Models

    Skills you'll gain: Large Language Modeling, Prompt Engineering, Retrieval-Augmented Generation, Transfer Learning, Data Preprocessing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    613 reviews

    Intermediate · Project · Less Than 2 Hours

  • S

    Scrimba

    Learn React

    Skills you'll gain: React.js, UI Components, Front-End Web Development, Web Content Accessibility Guidelines, User Interface (UI), JavaScript Frameworks, Interaction Design, Web Development Tools, Event-Driven Programming, Web Frameworks, Cascading Style Sheets (CSS), Application Programming Interface (API)

    4.7
    Rating, 4.7 out of 5 stars
    ·
    224 reviews

    Intermediate · Course · 3 - 6 Months

  • É

    École Polytechnique Fédérale de Lausanne

    Effective Programming in Scala

    Skills you'll gain: Scala Programming, Data Validation, Object Oriented Programming (OOP), Verification And Validation, Debugging, Programming Principles, Maintainability, Distributed Computing, Business Logic, Software Testing, Unit Testing, Data Structures, Data Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    178 reviews

    Intermediate · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    데이터 과학자의 도구 상자

    Skills you'll gain: Rmarkdown, Data Science, R (Software), GitHub, Data Literacy, Version Control, Data Analysis, Big Data, R Programming, Git (Version Control System), Statistical Programming, Data Quality, Data Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9 reviews

    Mixed · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Foundations of No-Code AI for Real-World Applications

    Skills you'll gain: Data Ethics, No-Code Development, Model Deployment, Data Cleansing, Data Preprocessing, Artificial Intelligence, Machine Learning, Business Metrics, Data Storytelling, User Experience Design, Generative AI, Business Analytics, Regulation and Legal Compliance, AI Workflows, Scalability, Data Validation, Dashboard, Automation, Stakeholder Engagement

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Microsoft Azure: Cloud Solutions Mastery

    Skills you'll gain: Responsible AI, Azure Active Directory, Microsoft Azure, Data Lakes, Platform As A Service (PaaS), Cloud Computing, Data Integration, Relational Databases, AI Personalization, Cloud Applications, Cloud Development, Power BI, Performance Tuning, Microsoft Visual Studio, Model Deployment, Cloud Computing Architecture, Anomaly Detection, Cloud Platforms, Cloud Services, Cloud Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    219 reviews

    Intermediate · Specialization · 3 - 6 Months

  • 2

    28DIGITAL

    Software Architecture for the Internet of Things

    Skills you'll gain: Software Architecture, Functional Requirement, Requirements Analysis, Internet Of Things, Software Design Patterns, User Requirements Documents, Android Development, Application Frameworks, Maintainability, Interoperability, Software Quality (SQA/SQC)

    4.3
    Rating, 4.3 out of 5 stars
    ·
    250 reviews

    Mixed · Course · 1 - 3 Months

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In summary, here are 10 of our most popular data mining courses

  • Python Debugging Capstone Project: Fixing and Extending Code: University of Michigan
  • Computer Vision for Engineering and Science: MathWorks
  • .NET FullStack Developer: Board Infinity
  • Writing and Editing: Revising: University of Michigan
  • Simulation for Digital Transformation: Dartmouth College
  • Finetuning Large Language Models: DeepLearning.AI
  • Learn React: Scrimba
  • Effective Programming in Scala: École Polytechnique Fédérale de Lausanne
  • 데이터 과학자의 도구 상자: Johns Hopkins University
  • Foundations of No-Code AI for Real-World Applications: LearnQuest

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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